Unified Agentic AI Systems
Six live engagements.
Across pharma, CRO, CDMO, and mid-market services.
Most of the work in your business is routine. Calls to return. Leads to follow up. Invoices to chase. Documents to process.
Deploy one. Orchestrate many as an Agentic OS.
Run them as a Unified AI System.
We interview your team. We map your operations. Where time goes. Where money leaks. Where AI creates leverage. This step is human only. Always.
We build it ourselves. Senior team. AI alongside. Progress lands weekly. Simple automations ship in days. Complex ones take weeks.
We keep your agents running. When better tools ship, we move you to them. You don't touch the stack.
You brief one person. The same person scopes the build. The same person ships it. The same person stays on after handoff. No offshore teams. No subcontractors. No handoff.
15 min · 5-day written diagnosis · Build cycle 2–6 weeks
Same playbook. Senior practitioners. Full audit trail. Live builds across sponsor RFQ, stoichiometric quoting, and clinical document drafting.
Moving fast. Admin piling up. We find one or two AI wins. Ship before next quarter.
Systems that don't talk. Staff buried in repetition. We map the gaps, prescribe the stack, and ship the automation.
Complexity off-the-shelf can't solve. Custom AI across sales, ops, and finance. Built for this business at this size.
| SaaS Stack | Consultant | Lama | |
|---|---|---|---|
| Cost model | Annual license | Hourly / project | One-time build |
| Ongoing cost | Full SaaS price | Retainer | 10–20% of SaaS |
| Seat / user fees | Per seat, scales up | – | Optional |
| Workflow | 5+ tools, broken handoffs | Recommendations only | Unified Agentic AI |
| Delivery | Self-serve software | Decks + advice | Deployed automation + 30 day support |
Gagan Gujral, Founder
IIT Kharagpur · Stanford GSB SEED
24-hour response. Always.
Including when I'm not the one responding.
"Quote prep used to take three days of literature, ChemDraw, and stoichiometric math. Now it takes two hours of scientist review."
Our team gives more time to innovation.
"Sponsor RFQs receive a structured response in under 60 seconds. After-hours requests no longer route to the next CRO on the shortlist."
BD gives time to deeper sponsor relationships.
"Lead response is under 60 seconds and no-shows dropped by a third. The front desk stopped chasing calendar gaps."
The front desk has time for the patient in front of them.
Agents run inside your own Claude Enterprise tenant. Inherits SOC 2 Type II, ISO 27001, GDPR. HIPAA available under BAA. 21 CFR Part 11 evaluation available on request. Vector stores and source documents stay in your infrastructure.
Zero data retention under Anthropic's standard Enterprise DPA. Prompts and completions are not used to train models and are not retained beyond conversational context. No data egress to Lama infrastructure.
Lama configures the build during the implementation window. After handoff, Lama retains zero standing access. Maintenance retainers grant time-bound, customer-controlled IAM sessions. All sessions are auditable in your tenant.
Your data stays with you
One workflow end to end. Measurable in 30 days.
Three to seven agents working in concert. Persistent memory between runs. Outcomes audited weekly.
One intelligence across your business. Custom integrations. Always learning.
Frequently asked
Start here
It is a firm that builds and runs AI agents inside your operations, not one that hands you a strategy deck. Lama Consultants finds where the work piles up, builds the agents that handle it, and maintains them after handoff. We work across pharma, CRO, CDMO, and US mid-market businesses. HIPAA is available under a BAA, and a 21 CFR Part 11 evaluation is available on request.
A Unified Agentic AI System is one intelligence that runs across a business, built from coordinated AI agents that share memory between runs. The agents connect the work across regulatory, clinical operations, and manufacturing, so the whole thing behaves like one team with one memory rather than a pile of disconnected tools.
An AI agent is one worker that does one job, like answering an inbound sponsor RFQ. An agentic workflow is that agent wired into the steps around it, from intake to a structured response. The workflow is what produces a measurable outcome, not the agent on its own.
Services and pricing
They are three depths of the same practice. Agentic Workflow is one workflow end to end. Agentic OS is three to seven agents working together with shared memory, audited weekly. Unified AI Systems is one intelligence across the whole business, always learning.
Three tiers, priced by complexity rather than by the hour. Agentic Workflow runs $5,000 to $15,000 for one workflow end to end, measurable within 30 days. Agentic OS runs $20,000 to $60,000 for three to seven agents working together with shared memory. Unified AI Systems start at $60,000 for one intelligence across the business.
Two to four weeks for a single Agentic Workflow, with results you can measure within 30 days. Simple automations ship in days. Systems with several agents land in weekly increments. The first week is always diagnosis, and it is human only.
Industries
For a CRO, agents capture after-hours sponsor RFQs and return a structured response in under 60 seconds. For a CDMO, agents handle stoichiometric quoting and literature search that used to take a scientist hours. One CDMO build returned $264,000 in annual savings on a $20,000 engagement.
We build the same agents for US mid-market services as for regulated pharma. A med spa build recovered $110,000 a year by automating lead response, no-show recovery, and missed calls. An in-home care agency added $68,000 a year. An auto detailing shop recovered $68,000 a year from missed-call and repeat-booking automation.
Yes. We work across the United States and India. The same playbook and senior practitioners apply in both markets, with a full audit trail for regulated pharma, CRO, and CDMO clients.
Compliance and security
Yes, under a Business Associate Agreement. Lama builds inside Claude Enterprise, where Anthropic signs a BAA covering Enterprise and API use. We scope each deployment to the minimum data the work requires. The BAA does not cover the consumer Claude tiers, so the tenancy you build in matters.
Part 11 compliance comes from how the system is governed, not from the model alone. We pair every agent with human accountability, an audit trail, and versioned records. A 21 CFR Part 11 evaluation of the proposed workflow is available on request before any build begins.
Founder
Gagan Gujral founded Lama Consultants. He studied engineering at IIT Kharagpur and business at Stanford GSB. He scopes the build, ships it, and stays on after handoff, so you brief one person rather than an offshore team.
AI that earns its place
15 min