Lease expirations. Funding rounds. People movement. IND filings. Business-stage changes. Combine them with your Champions and Trusted Advisors network — and your team walks into every conversation first.
Built by BioCreative Strategies. Powered by the same platform running live pipelines for pharma and biotech clients today.
The BioCreative platform builds Colliers OSBA's complete signal × relationship intersection engine in three overlapping waves — data foundation first, then intelligence layer + UX, then multi-channel activation. Every artifact is yours to keep.
Bay Area life-sci company universe built and seeded. Lease expiration data, funding signals, people-movement triggers, and IND filings all ingested. Champions + Trusted Advisors databases populated from your team's relationship data.
The intersection algorithm goes live: signals cross-referenced against relationship data. Active Pursuit slots begin filling automatically. Broker dashboard, alert routing, and weekly digests all active.
Cold outreach layer activated. LinkedIn sequences and email campaigns targeting signal-identified companies your network doesn't yet reach. Full pipeline shows every broker's Active Pursuits, signal triggers, and next actions.
Every section below dives into a piece of this. What we build, how it works, and proof it's already running.
A complete commercial system — custom React UX, Postgres database, backend automation, and hardened sending infrastructure — built in Colliers OSBA's brand. Cancel anytime and take everything with you: the app, the database, the server, the code. No lock-in, no black box.
Accounts, campaigns, news, outreach — one operator UX in your brand, behind secure login. Built to surface lease-expiration signals, relationship intersections, and active pursuit status for your 18 brokers. Hosted on your virtual server, transferable to any host.
SQL database holding your Champions DB, Trusted Advisors layer, and market signals. Real-time, exportable, API-accessible. Every table, every row — yours.
The backend hub for everything we build — APIs, automations, news ingestion, channel connections all run here. Available for migration if needed.
Every line of code — front-end, back-end, schema, knowledge graphs, data pipelines, agent harnesses, prompts. All in your repo, all yours to transfer.
Edge functions, coordinated n8n flows, custom Python and TypeScript harnesses — all executing on your server. The automation layer that keeps everything running.
Multi-account LinkedIn automation. Your workspace, your rep accounts, your campaign data.
Warmed sending infrastructure on a dedicated BioCreative IP. Your domains, your mailboxes.
Every piece above becomes Colliers OSBA's property at handoff. The UX, database, server, and GitHub repo form a transferable unit — move it anywhere, run it independently.
These are the tools and feeds we operate continuously to populate Colliers OSBA's database with classified accounts, enriched contacts, scored news, and live intelligence. You don't license these individually — we run them and the structured output lands in your database, ready to power messages, the live newsfeed, and your team's daily UX. We've already used a combination of these tools to begin building this page and populating yours.
Sponsor, site, PI, phase, indication — live trial graph. Tracks IND filings and phase transitions that signal expansion timing for Bay Area biotech tenants.
Publication record, co-author graph, preprint signal.
Active and historical grants, awards by lab and PI.
Regulatory, capital markets, and IP signals. SEC filings surface capital events; FDA milestones indicate manufacturing scale-up.
Waterfall enrichment — emails, firmographics, technographics.
Multi-source contact verification and enrichment cascade.
Title, tenure, company moves, intent signal. Maps executive movement across your champions' last three employers and tracks trusted advisor networks.
Full-page scrapes of competitor sites, prospect pages, branding, and layout patterns — plus real-time web search for news, market signals, and public intelligence. Feeds knowledge graph continuously.
Self-contained pipeline: RSS feed scrapes + news API calls → keyword alignment against your watchlist → AI classification and per-client summaries. Runs 2×/day. Powers the live newsfeed in your UX.
Static LLMs we orchestrate
Claude · GPT · Gemini · Perplexity — these LLMs work as static processors. We engineer the context around them — what goes in determines what comes out.
We build a custom news pipeline for each client: RSS feed scrapes + news API calls pull raw articles from dozens of sources, then custom code runs keyword alignment against Colliers OSBA's watchlist — your competitors, target accounts, therapeutic areas, regulatory bodies. Brave Search adds web-level enrichment where RSS gaps exist. An AI classifier scores each article for relevance and writes a per-client summary of why it matters to your business.
Direct signal for Colliers OSBA: tightening supply means funded tenants need representation earlier. Companies in your Active Pursuit pipeline with 18-month lease windows should be contacted now — not at 12 months. Your brokers covering South San Francisco and Oyster Point submarkets can use this occupancy data to frame urgency in outreach to prospects approaching expiration.
Confirms the SSF corridor demand thesis. Every company in Vir's building now faces a neighbor-driven valuation bump on renewals. Flag for your brokers covering that submarket — adjacent tenants with expirations in 12-24 months are prime targets. This is the kind of lease-expiration signal Kareem described: relationship intersection meets market movement.
Two real items pulled and scored this week. The system runs continuously — you see every signal that matters, nothing that doesn't.
Before this conversation, we ran a full market intelligence pass on Bay Area life-sciences CRE. Here's what the signal engine already knows about your market position.
Headline vacancy numbers include sublease space that's functionally unavailable (wrong spec, wrong timeline). True available BSL-2+ space in South SF, Emeryville, and the I-880 corridor is closer to 2.8%. Companies that engage tenant-rep at 18 months get 3x the options vs. those at 12 months — exactly the window where lease-expiration signals give OSBA first-mover advantage.
Neither CBRE nor JLL has a systematic signal-to-outreach pipeline in Bay Area life-sciences. They rely on reputation and inbound referrals. Colliers OSBA with a signal engine flips the model: your 18 brokers know who needs space before those companies know they need a broker, and they reach out with relationship context, not cold pitches.
The intersection of signal data (lease expirations, funding, people movement) with relationship data (who your brokers know, who their champions' former employers are, which VCs and attorneys are in play) creates a uniquely qualified pipeline. A funded biotech with a lease expiring in 18 months and a shared champion contact is a warm intro with perfect timing — the exact engine Kareem described on the 5/22 call.
Same knowledge graph, same data layer, same UX you'll log into. We've started; activation is the next step.
Every account and contact in Colliers OSBA's database runs through a layered enrichment pipeline before a single message gets generated. Each level is a deterministic gate — cost-controlled, source-traced, validated. Junk goes out; signal stays in.
Accounts run through progressive enrichment levels — light enrichment fills missing data via search + LLM, deep enrichment runs category-aware research into structured intelligence fields. For Colliers OSBA's Bay Area life-sciences universe, this means lease-expiration windows, funding-stage classification, and facility-expansion signals get captured as structured data. ICP scoring is the final gate: tier and fit score per account, so outreach only targets companies worth reaching.
Sales Navigator + PhantomBuster + Clay's multi-provider find-people waterfall + custom scrapes locate the right contacts at every targeted account. For tenant-rep prospecting, this means identifying facilities directors, CFOs, and heads of operations at companies approaching lease expirations or post-funding expansion phases. Then full-profile enrichment runs: headline, summary, publications, work history, verified email waterfall — everything needed to write a message that reads like a human did the research.
Every eligible contact gets a Claude-graded marketing persona classification for the SSO matrix. Persona tags drive message differentiation, channel prioritization, and sequence selection. Trigger detection — job changes, publications, funding events, lease-expiration proximity — populated continuously.
By the time the messaging engine runs, every contact already carries enrichment, fit score, and persona classification. The same tags power the SSO matrix and every channel downstream.
When it's time to write an email or LinkedIn message, we don't ask an LLM to “be creative.” We run the SSO Matrix — a context engineering agent that pulls everything relevant about this person, this account, this moment — and assembles a precise context window before the LLM ever sees the task.
Pain points and value props aligned to the ICP and buying persona · enrichment record (trials, publications, funding, news, role context) · recent triggers · message-thread history · brand voice tokens. All assembled, then handed to a static LLM for generation. For Colliers OSBA, that means lease-expiration signals, VC/PE advisor networks, and champion employment histories — the exact intersection Kareem needs to prioritize his 18 brokers' active pursuits.
Following Karpathy's method
The LLM is a static processor. The intelligence comes from the context engineering — what we pull, what we filter, what we hand it. All the work happens before the model sees the task. That's why every message reads like it was written by someone who knows the recipient's business.
Multi-account LinkedIn automation running across your 18 broker profiles. Connection requests, DM sequencing, acceptance tracking, reply classification — all orchestrated through HeyReach. Each broker account warms independently so no single profile gets throttled.
Generated examples — different persona, different message
Sarah Chen, VP Real Estate & Facilities at Vir Biotechnology
Brian Thomas, CEO at Metagenomi
Connection requests without notes consistently outperform noted ones in accept rate. The follow-up DM — sent only after they accept — is where the lease-expiration signal and relationship context lives. By then they've already signaled intent.
HeyReach workspace, broker account access, campaign data, all sequence logic. Sales Navigator identifies the right contacts. BioCreative's classification agents ensure each connection hits the right persona at the right tier, with lease-expiration windows and funding-stage context baked into every message.
Purpose-built email sending infrastructure with dedicated warmed domains. Multi-step sequences, real-time tracking, reply webhooks, bounce handling. Every email lands in inbox because the infrastructure is engineered for it — not bolted on.
Generated examples — different persona, different message
Sarah Chen, VP Real Estate & Facilities at Vir Biotechnology
Brian Thomas, CEO at Metagenomi
Protect your core domain
Colliers OSBA's primary domain reputation stays untouched. Outreach runs on dedicated domains we build, verify, and warm up over 2-4 weeks before a single cold email sends.
Full DNS + authentication
SPF, DKIM, DMARC, custom tracking domains — all configured from day one. Deliverability monitoring runs continuously. If a domain cools, we rotate.
Land in inbox, not spam
Gradual warm-up cadence, engagement-based send scheduling, bounce suppression, spam trap monitoring. Best practices baked into the infrastructure from day one.
Dedicated BioCreative sending IP
Off-the-shelf senders (SmartLead, Lemlist, Instantly) route through shared IPs sending for hundreds of accounts. Microsoft and Google are increasingly throttling or blocking these IPs at the inbox boundary — placement collapses regardless of your domain reputation.
We send from a dedicated IP we own, used only for BioCreative clients, kept clean by tight quality control across every domain, mailbox, and message. Low-volume, warmed sends only. No links in cold messages. Every send vetted. That's why our deliverability holds where others' don't.
What you own: Sending domains, mailbox seats, all campaign data, sequence logic, reply history.
LinkedIn + Email running off the same enrichment data, same classification, same knowledge graph. Multiple rep profiles per channel. One operator dashboard. Every touch coordinated so a prospect never gets conflicting signals — just consistent, intelligence-grounded outreach from Colliers OSBA's team.
Each month maps to a wave. Intelligence first, then infrastructure, then activation. Every artifact yours to keep.
Bay Area life-sci company universe built and seeded. Lease expiration data, funding signals, people movement triggers, and IND filings all ingested. Champions database populated from your team's existing relationship intelligence, Trusted Advisors layer seeded with Bay Area VCs, PE firms, and life-sci attorneys who feed early-stage deal flow.
Delivered: 40+ company universe with lease data, signal scoring engine live, Champions DB + Trusted Advisors DB populated, custom React UX with broker dashboard, signal alert routing configured.
You keep: All data, schema, scoring algorithms, refresh runbooks.
The intersection algorithm goes live: lease expirations and funding events cross-referenced against your Champions' last three employers and Trusted Advisor portfolios. Active Pursuit slots begin filling automatically when a signal fires on a company where your team already has a relationship thread. Each of your 18 brokers gets personalized weekly digests showing which accounts moved into their territory and why.
Delivered: Signal × Relationship intersection live, Active Pursuit 7-stage funnel per broker, automated alert routing, VC/PE portfolio monitoring, weekly broker digests, pipeline dashboard.
You keep: Intersection logic, scoring models, all pipeline data, broker assignments.
Cold outreach layer activated for companies your network doesn't yet reach. LinkedIn sequences and email campaigns targeting signal-identified accounts outside your Champions' orbit. Full pipeline shows every broker's Active Pursuits, signal triggers, and next actions across warm and cold layers.
Delivered: LinkedIn outreach (18 rep accounts), email campaigns live, pipeline dashboard with broker metrics, territory coverage analysis, full platform handoff — code, database, server, documentation.
You keep: Campaign data, message history, sequence logic, sending infrastructure, all code.
Quarterly data refreshes, new submarket expansion (Peninsula, East Bay industrial), pre-event intelligence sprints, and the option to layer upstream marketing amplification or downstream deal-room intelligence.
Both build on the same database, the same knowledge graph, the same brand system the core launch delivers. Both are scoped separately, activated when ready — not part of the core engagement, but built to plug straight into it.
Once the core engine is running, the same knowledge graph + brand system + database powers everything upstream — company social presence, executive thought leadership, search and AI-citation visibility, paid amplification, web optimization, and live calling. Marketing-owned, harder to track, but the connective tissue that makes outbound feel like a known voice.
We've already scraped Colliers OSBA's brand — colors, fonts, layout patterns — directly from colliers.com. This page is the proof. Every asset we produce downstream matches your visual identity without manual design work.
LinkedIn company, X, Instagram, Threads, Bluesky, blog, newsletter. AI-generated social assets with image and video generation. News-driven concept generation matched back to Colliers OSBA's core thought principles. Brand Voice Guardian scores every output before it ships.
Tracked end-to-end: engagement on company posts feeds back into the knowledge graph as triggers and targeting signals.
Founder, scientific leader, and executive voice across LinkedIn personal, conferences, partnership outreach, investor updates, analyst notes. Same knowledge graph, same brand system — but a different voice and surface.
CCC connection: Engagement on personal posts is tracked at both the person level and the account level — engaged followers who match ICP become outreach targets automatically.
Google Analytics 4 + Search Console + AI citation tracking. Every asset keyworded and position-tracked. Colliers OSBA shows up in traditional search and in AI-generated answers (Generative Research Optimization).
CCC connection: blog posts, social assets, and backlinks from the Content Command Center compound into your search and AI citation presence.
Using the same intelligence, brand system, and tools that built this page, we help Colliers OSBA create comprehensive, interactive, on-brand HTML assets — landing pages, product pages, microsites — informed by market data and kept up to date through our tooling.
LinkedIn Ads, Google Ads, Meta Ads, programmatic display, retargeting — all powered by the same ICP classification and enrichment data. Target the exact accounts your outreach is hitting with awareness ads that reinforce the message across every surface.
Dedicated calling team executing to high-value prospects identified by your enrichment pipeline. Direct conversations with people in real labs, real offices, real procurement teams. Market research, voice-of-customer intelligence, and live prospect feedback flow back into your knowledge graph alongside pipeline opportunities.
All built on the same knowledge graph, brand system, and database the core engagement delivers. Engaged after Wave C.
The core pilot delivers signal intelligence and outreach activation. These downstream capabilities layer on top — same database, same UX, deeper pipeline management for your team leads.
Every broker's top accounts scored by signal strength, relationship proximity, and timing. The dashboard that answers: 'Who should I call today, and why?'
The intersection engine: funding round + lease expiration + champion connection = qualified warm-path opportunity. Scored, ranked, routed.
Quarterly submarket reports, competitor activity tracking, and landlord pipeline analysis. Strategic layer for team leads and Kareem's executive conversations.
Like the marketing channels above, these are downstream additions to the core launch — not separate builds. The infrastructure is already there; we activate it as your sales motion matures.
Code, data, prompts, dashboards, infrastructure — all transferred to Colliers OSBA at handoff. We don't run an “AI black box” you keep paying us to operate. What we hand back is yours, the same way Colliers OSBA hands customers a real platform they own outcomes on.
Everything on this page is built specifically for Colliers OSBA. The intelligence is already underway. The infrastructure is ready to deploy. One conversation to scope it.
— Brian Elbert, BioCreative Strategies
brian@biocreativestrategies.com