Meet the Agents
Specialized AI for every stage of the Design-Build-Test-Discover cycle. Each agent executes real scientific algorithms, not just text generation.
From idea to 384-variant library in minutes
Library Designer
Describe what you want in natural language or point it at your existing sequence registry. The Library Designer agent creates combinatorial DNA libraries across Golden Gate, Gibson, MoClo, USER, and more — complete with part cost estimates.
- Simple or combinatorial library design
- Multi-strategy support (Golden Gate, Gibson, MoClo, USER, PCR)
- Automatic part reuse from your existing registry
- Automatic part identification from public databases
Assembly-ready protocols, not just sequences
Library Construction Optimizer
Automatically generate complete assembly protocols with primer design, plate maps, thermocycler programs, and worklists compatible with your lab automation equipment. No more manual protocol writing.
- Primer design with Tm calculation and validation
- Automatic plate map generation and PCR assignment
- Zone gradient thermocycler optimization
- Optimization of assembly protocol parameters
- Optimization of assembly overhangs
- Codon adaptation for protein expression
10x faster convergence with Synthetic Evolution®
Experiment Optimizer
Powered by our patented Synthetic Evolution® machine learning engine. Analyzes your experimental results, predicts top-performing variants, and recommends the next round of experiments to close DBTL cycles faster than any manual approach.
- Predictive modeling for yield, titer, or binding affinity
- Generative models for novel sequence leads
- Automated DBTL cycle recommendations
- Custom ML model training on your proprietary data
From raw data to actionable insights in seconds
Data Analyst
Upload results from plate readers, sequencers, or analytical instruments. The Data Analyst agent parses, normalizes, and analyzes your experimental data — then recommends next steps based on your objectives.
- Multi-format data ingestion (CSV, Excel, instrument-native)
- Automated statistical analysis and visualization
- Sequence alignment and validation (Sanger, NGS)
From library to plate-ready protocols in one click
Workflow Designer
Coming SoonOrchestrates end-to-end experimental workflows by automatically composing protocol steps from Library Designer and Library Construction Optimizer outputs. Generates high-throughput worklists for Tecan, Hamilton, Echo, Biomek, and other liquid handlers — eliminating manual protocol translation.
- Automatic workflow assembly from design to execution
- High-throughput worklist generation for automation equipment
- Multi-plate experiment orchestration and tracking
- Integration with LIMS and lab automation systems
- Real-time execution monitoring and error handling
Works Where You Work
Four ways to connect
TeselaGen Platform
Access Tesela AI directly within the TeselaGen Platform — including Community Edition. No integration needed. AI agents work natively with your sequences, designs, and experimental data.
Connect With Your ELN/LIMS
Tesela AI connects directly to your existing ELN or LIMS. Scientists use AI agents without leaving their notebook — reading sequences, registry data, and assay results, then writing designs and protocols back automatically.
Python SDK & REST API
For computational biologists who work in code. Full programmatic access to every agent capability.
from tesela import TeselaAI
ai = TeselaAI(api_key="tsa_...")
library = ai.design_library(
parts=["GFP-v1", "RFP-v2", "BFP-v3"],
strategy="golden_gate",
target_size=96,
optimize_for="expression"
)
protocols = library.generate_protocols(
automation="hamilton"
)Model Context Protocol
Connect Tesela AI to Claude, ChatGPT, or any MCP-compatible AI host. Scientists access library design, protocol generation, and optimization through their preferred AI interface — Tesela AI handles the biology.
Ready to accelerate your R&D?
Start free with 100 agent runs per month. No credit card required.